219 citations · 526 across the 26 of their papers we have counts for
16 papers · 1 filter
From Third Person to First Person: Dataset and Baselines for Synthesis and Retrieval
Mohamed Elfeki, Krishna Regmi, Shervin Ardeshir +1
First-person (egocentric) and third person (exocentric) videos are drastically different in nature. The relationship between these two views have been studied in recent years, howe…
Invariance Analysis of Saliency Models versus Human Gaze During Scene Free Viewing
Zhaohui Che, Ali Borji, Guangtao Zhai +1
Most of current studies on human gaze and saliency modeling have used high-quality stimuli. In real world, however, captured images undergo various types of distortions during the…
Bottom-up Attention, Models of
Ali Borji, Hamed R. Tavakoli, Zoya Bylinskii
In this review, we examine the recent progress in saliency prediction and proposed several avenues for future research. In spite of tremendous efforts and huge progress, there is s…
Saliency Prediction in the Deep Learning Era: Successes, Limitations, and Future Challenges
Ali Borji
Visual saliency models have enjoyed a big leap in performance in recent years, thanks to advances in deep learning and large scale annotated data. Despite enormous effort and huge…
Cross-view image synthesis using geometry-guided conditional GANs
Krishna Regmi, Ali Borji
We address the problem of generating images across two drastically different views, namely ground (street) and aerial (overhead) views. Image synthesis by itself is a very challeng…
Improving Sequential Determinantal Point Processes for Supervised Video Summarization
Aidean Sharghi, Ali Borji, Chengtao Li +2
It is now much easier than ever before to produce videos. While the ubiquitous video data is a great source for information discovery and extraction, the computational challenges a…